🔄 ConvergeBench Report

Model: gemini | Generated: 2026-02-02 07:17:41 | Max Rounds: 3

📊 Summary Statistics

18
Total Evaluations
17
Successful (Round 1+)
2
Edit Categories
3
Max Rounds Completed

📈 Degradation by Round

Average metrics across all evaluations. Lower degradation = better convergence.

Round PSNR (dB) ↑ SSIM ↑ CLIP Sim ↑ Samples
Round 1 24.30 0.8583 0.9301 17
Round 2 21.94 0.8172 0.8953 17
Round 3 20.52 0.7767 0.8404 17

🖼️ Visual Examples

Round-trip examples: Original → Forward Edit → Backward Edit (Round 1)

Glasses Add Remove
portrait_01.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 28.1 SSIM: 0.922 CLIP: 0.973
Hat Add Remove
portrait_01.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 27.7 SSIM: 0.915 CLIP: 0.965
Sunglasses Add Remove
portrait_01.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 29.7 SSIM: 0.924 CLIP: 0.953
Glasses Add Remove
portrait_02.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 16.5 SSIM: 0.776 CLIP: 0.967
Hat Add Remove
portrait_02.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 13.0 SSIM: 0.715 CLIP: 0.686
Glasses Add Remove
portrait_03.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 27.1 SSIM: 0.841 CLIP: 0.940
Hat Add Remove
portrait_03.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 17.1 SSIM: 0.769 CLIP: 0.820
Sunglasses Add Remove
portrait_03.jpg • accessories
Original Forward Backward
Original + Edit - Edit
PSNR: 20.2 SSIM: 0.800 CLIP: 0.731
Chair Add Remove
scene_01.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 31.9 SSIM: 0.933 CLIP: 0.967
Red Ball Add Remove
scene_01.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 34.3 SSIM: 0.948 CLIP: 0.977
Plant Add Remove
scene_01.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 34.1 SSIM: 0.953 CLIP: 0.976
Chair Add Remove
scene_02.jpg • scene_objects
Original Forward Backward
Original + Edit - Edit
PSNR: 16.7 SSIM: 0.858 CLIP: 0.952

📂 Results by Category

Accessories

8/9 successful
PSNR
22.4
SSIM
0.833
CLIP
0.879

Scene Objects

9/9 successful
PSNR
26.0
SSIM
0.881
CLIP
0.975